1Department of Civil and Environmental Engineering, The Pennsylvania State University, 212 Sackett Building, University Park, PA16802, USA
2Department of Civil and Environmental Engineering and Department of Geography, University of Illinois-Urbana Champaign, USA
3Department of Water Management, Delft University of Technology, The Netherlands
4Department of Hydrology and Water Resources, The University of Arizona, Tucson, AZ, USA
Received: 21 Apr 2011 – Discussion started: 05 May 2011
Abstract. Hydrologic similarity between catchments, derived from similarity in how catchments respond to precipitation input, is the basis for catchment classification, for transferability of information, for generalization of our hydrologic understanding and also for understanding the potential impacts of environmental change. An important question in this context is, how far can widely available hydrologic information (precipitation-temperature-streamflow data and generally available physical descriptors) be used to create a first order grouping of hydrologically similar catchments? We utilize a heterogeneous dataset of 280 catchments located in the Eastern US to understand hydrologic similarity in a 6-dimensional signature space across a region with strong environmental gradients. Signatures are defined as hydrologic response characteristics that provide insight into the hydrologic function of catchments. A Bayesian clustering scheme is used to separate the catchments into 9 homogeneous classes, which enable us to interpret hydrologic similarity with respect to similarity in climatic and landscape attributes across this region. We finally derive several hypotheses regarding controls on individual signatures from the analysis performed here.
Revised: 24 Aug 2011 – Accepted: 01 Sep 2011 – Published: 15 Sep 2011
Sawicz, K., Wagener, T., Sivapalan, M., Troch, P. A., and Carrillo, G.: Catchment classification: empirical analysis of hydrologic similarity based on catchment function in the eastern USA, Hydrol. Earth Syst. Sci., 15, 2895-2911, doi:10.5194/hess-15-2895-2011, 2011.